Pith Number

pith:DZR5UYWO

pith:2021:DZR5UYWOJOJ4NFMSNAJULRL65I

not attested not anchored not stored refs pending

An Adaptable Deep Learning-Based Intrusion Detection System to Zero-Day Attacks

Amir Hossein Jahangir, Behzad Ousat, Mahdi Jafari Siavoshani, Mahdi Soltani

arxiv:2108.09199 v1 · 2021-08-20 · cs.CR · cs.LG · cs.NI

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\usepackage{pith}
\pithnumber{DZR5UYWOJOJ4NFMSNAJULRL65I}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

SoK: Reshaping Research on Network Intrusion Detection Systems

Receipt and verification

First computed	2026-07-05T03:07:35.102633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e63da62ce4b93c69592681345c57eea252c5843a665dbfe9e64cd2dfe877eb5

Aliases

arxiv: 2108.09199 · arxiv_version: 2108.09199v1 · doi: 10.48550/arxiv.2108.09199 · pith_short_12: DZR5UYWOJOJ4 · pith_short_16: DZR5UYWOJOJ4NFMS · pith_short_8: DZR5UYWO

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/DZR5UYWOJOJ4NFMSNAJULRL65I \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 1e63da62ce4b93c69592681345c57eea252c5843a665dbfe9e64cd2dfe877eb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34392720720612fc2e86c080c40374b16f6171936ffe45b7d93418acd2922251",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-08-20T14:41:28Z",
    "title_canon_sha256": "0f4553b224495f0a01f97955180707678ccefc616edad83a96345be1845464ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.09199",
    "kind": "arxiv",
    "version": 1
  }
}